Node Classification on PubMed (F1-score)
81.8F1 ScoreSurviveWM
Evaluation results
| Method | Links | |
|---|---|---|
| SurviveWMBackbone=FAGCN2026.02 | 81.8 | |
| CITEDBackbone=GCN2026.02 | 81.3 | |
| GrOVeBackbone=FAGCN2026.02 | 81.17 | |
| CITEDBackbone=GCNII2026.02 | 81.12 | |
| CITEDBackbone=FAGCN2026.02 | 80.69 | |
| SurviveWMBackbone=GCNII2026.02 | 80.55 | |
| RandomWMBackbone=FAGCN2026.02 | 80.52 | |
| BackdoorWMBackbone=GCNII2026.02 | 80.45 | |
| BackdoorWMBackbone=FAGCN2026.02 | 80.15 | |
| GrOVeBackbone=GCN2026.02 | 80.1 | |
| RandomWMBackbone=GCNII2026.02 | 80.08 | |
| RandomWMBackbone=GCN2026.02 | 79.94 | |
| SurviveWMBackbone=GCN2026.02 | 79.93 | |
| BackdoorWMBackbone=GAT2026.02 | 79.66 | |
| GrOVeBackbone=GCNII2026.02 | 79.64 | |
| CITEDBackbone=GAT2026.02 | 79.04 | |
| GrOVeBackbone=GAT2026.02 | 78.8 | |
| BackdoorWMBackbone=GCN2026.02 | 78.43 | |
| CITEDBackbone=SAGE2026.02 | 78.13 | |
| RandomWMBackbone=GAT2026.02 | 77.84 | |
| GrOVeBackbone=SAGE2026.02 | 77.81 | |
| RandomWMBackbone=SAGE2026.02 | 77.66 | |
| SurviveWMBackbone=SAGE2026.02 | 77.29 | |
| BackdoorWMBackbone=SAGE2026.02 | 76.54 | |
| SurviveWMBackbone=GAT2026.02 | 74.83 |